| DialMed: A Dataset for Dialogue-based Medication Recommendation | Feb 22, 2022 | Graph Attention | CodeCode Available | 1 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 |
| Co-guiding for Multi-intent Spoken Language Understanding | Nov 22, 2023 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs | Mar 17, 2021 | Code CompletionGraph Attention | —Unverified | 0 |
| Cluster Head Detection for Hierarchical UAV Swarm With Graph Self-supervised Learning | Mar 8, 2022 | ClusteringGraph Attention | —Unverified | 0 |
| Are GATs Out of Balance? | Oct 11, 2023 | Graph Attention | —Unverified | 0 |
| Event Extraction by Associating Event Types and Argument Roles | Aug 23, 2021 | Event ExtractionGraph Attention | —Unverified | 0 |
| Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion | Jan 28, 2025 | Graph AttentionStock Prediction | —Unverified | 0 |
| Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks | Oct 22, 2020 | Graph Attention | —Unverified | 0 |
| APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion | Feb 20, 2024 | AttributeGraph Attention | —Unverified | 0 |
| Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network | Mar 19, 2025 | Computational EfficiencyFault Diagnosis | —Unverified | 0 |
| CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction | Sep 25, 2019 | DecoderGraph Attention | —Unverified | 0 |
| 3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information | Jun 3, 2024 | 3D Pose EstimationDecoder | —Unverified | 0 |
| Equivariant Graph Attention Networks for Molecular Property Prediction | Feb 20, 2022 | Drug DiscoveryGraph Attention | —Unverified | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation | Feb 22, 2024 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| A Coalition Game for On-demand Multi-modal 3D Automated Delivery System | Dec 23, 2024 | Graph Attention | —Unverified | 0 |
| Causally-guided Regularization of Graph Attention Improves Generalizability | Oct 20, 2022 | Causal InferenceGraph Attention | —Unverified | 0 |
| Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities | Mar 9, 2025 | Graph AttentionKnowledge Distillation | —Unverified | 0 |
| A Novel Graph based Trajectory Predictor with Pseudo Oracle | Feb 2, 2020 | Graph AttentionPedestrian Trajectory Prediction | —Unverified | 0 |
| EPGAT: Gene Essentiality Prediction With Graph Attention Networks | Jul 19, 2020 | Graph AttentionPrediction | —Unverified | 0 |
| CATS: Mitigating Correlation Shift for Multivariate Time Series Classification | Apr 5, 2025 | Domain AdaptationGraph Attention | —Unverified | 0 |
| Catching Bid-rigging Cartels with Graph Attention Neural Networks | Jul 16, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation | Mar 2, 2024 | Age EstimationDisentanglement | —Unverified | 0 |
| Adversarial Example Detection Using Latent Neighborhood Graph | Jan 1, 2021 | Adversarial AttackGraph Attention | —Unverified | 0 |
| Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification | Jul 1, 2020 | General ClassificationGraph Attention | —Unverified | 0 |
| Dual Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Targeted Neural Architectures in Multi-Objective Frameworks for Complete Glioma Characterization from Multimodal MRI | Sep 25, 2024 | Graph AttentionTumor Segmentation | —Unverified | 0 |
| Dual-Primal Graph Convolutional Networks | Jun 3, 2018 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding | Sep 23, 2024 | Brain DecodingGraph Attention | —Unverified | 0 |
| Enhancing Short-Term Wind Speed Forecasting using Graph Attention and Frequency-Enhanced Mechanisms | May 19, 2023 | Graph Attention | —Unverified | 0 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jan 16, 2022 | Graph AttentionMisinformation | —Unverified | 0 |
| Graph Attention Memory for Visual Navigation | May 11, 2019 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 |
| Dynamic Community Detection via Adversarial Temporal Graph Representation Learning | Jun 29, 2022 | Community DetectionDynamic Community Detection | —Unverified | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 |
| Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads | Dec 15, 2024 | counterfactualGPU | —Unverified | 0 |
| Dynamic graph neural networks for enhanced volatility prediction in financial markets | Oct 22, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| Enhancing Speech Emotion Recognition with Graph-Based Multimodal Fusion and Prosodic Features for the Speech Emotion Recognition in Naturalistic Conditions Challenge at Interspeech 2025 | Jun 2, 2025 | Audio TaggingEmotion Recognition | —Unverified | 0 |
| EquiDiff: A Conditional Equivariant Diffusion Model For Trajectory Prediction | Aug 12, 2023 | Autonomous VehiclesGraph Attention | —Unverified | 0 |
| Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems | May 6, 2025 | Binary ClassificationGraph Attention | —Unverified | 0 |
| DRTS Parsing with Structure-Aware Encoding and Decoding | May 14, 2020 | DecoderGraph Attention | —Unverified | 0 |
| DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control | Sep 12, 2021 | Graph AttentionTraffic Signal Control | —Unverified | 0 |
| EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction | Sep 29, 2021 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| ECNU\_ICA\_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning | Aug 1, 2021 | Graph AttentionReading Comprehension | —Unverified | 0 |
| DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks | Aug 11, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Edge-Featured Graph Attention Network | Jan 19, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches | Mar 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer | Jan 16, 2022 | Graph AttentionMeta-Learning | —Unverified | 0 |